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Amazon Cloud Developers

Official technical community of Amazon Cloud. Shares practical AI/ML, big data, database, modern app development, IoT content, offers comprehensive learning resources, hosts regular developer events, and continuously empowers developers.

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Recent Articles

Latest from Amazon Cloud Developers

97 recent articles
Amazon Cloud Developers
Amazon Cloud Developers
Jun 2, 2026 · Artificial Intelligence

Quickly Get Started with OpenAI GPT‑5.5, GPT‑5.4, and Codex on Amazon Bedrock

Amazon Bedrock now offers OpenAI’s latest GPT‑5.5, GPT‑5.4, and Codex models, and this guide walks developers through enabling the Responses API, configuring environment variables, installing the OpenAI SDK, and running Python or curl examples, while highlighting performance characteristics, scaling behavior, and best‑practice settings.

Amazon BedrockCodexGPT-5.4
0 likes · 9 min read
Quickly Get Started with OpenAI GPT‑5.5, GPT‑5.4, and Codex on Amazon Bedrock
Amazon Cloud Developers
Amazon Cloud Developers
May 27, 2026 · Artificial Intelligence

Cut Costs and Boost Accuracy in Flight‑Change Processing with Amazon Nova & Strands Agents

This article details a complete, production‑ready solution for extracting structured flight‑change information from multilingual, unstandardized airline emails using Amazon Nova, Strands Agents, and Amazon Bedrock AgentCore, covering architecture, prompt design, code implementation, model benchmarking, cost analysis, deployment, observability, and continuous evaluation.

Amazon BedrockFlight Change ExtractionGenerative AI
0 likes · 23 min read
Cut Costs and Boost Accuracy in Flight‑Change Processing with Amazon Nova & Strands Agents
Amazon Cloud Developers
Amazon Cloud Developers
May 25, 2026 · Artificial Intelligence

Configure Claude Cowork with Amazon Bedrock in 10 Minutes (No Anthropic Account Required)

This step‑by‑step guide shows how to set up Claude Cowork to use Amazon Bedrock as its inference backend—without registering an Anthropic account—by installing the desktop client, generating a Bedrock API key, enabling Developer Mode, configuring third‑party inference, editing the config file to unlock 1 M‑token context, and handling common issues on macOS and Windows.

1M ContextAI AssistantAWS
0 likes · 16 min read
Configure Claude Cowork with Amazon Bedrock in 10 Minutes (No Anthropic Account Required)
Amazon Cloud Developers
Amazon Cloud Developers
May 21, 2026 · Operations

How Habby Cut MTTR by 80% with Amazon DevOps Agent: A Game‑Industry Smart Ops Blueprint

Habby, a global casual‑game publisher, tackled traffic spikes, multi‑account complexity, rapid releases, and a small ops team by deeply integrating Amazon DevOps Agent with Grafana, Lark and GitHub, automating incident triage, on‑demand tasks and proactive prevention, which slashed MTTR from 2 hours to 20 minutes, reduced alert fatigue and boosted system reliability.

AIAmazonDevOps
0 likes · 22 min read
How Habby Cut MTTR by 80% with Amazon DevOps Agent: A Game‑Industry Smart Ops Blueprint
Amazon Cloud Developers
Amazon Cloud Developers
May 20, 2026 · Artificial Intelligence

AgentCore Memory’s Philosophy: Teaching Agents to Forget and Remember What Matters

This article explains Amazon Bedrock AgentCore Memory’s two‑layer design that separates raw interactions from extracted insights, details built‑in, override and self‑managed strategies, shows Python configuration and three demo scenarios that illustrate cross‑session continuity, semantic deduplication, and episodic reflection, and discusses namespace organization, retrieval settings, and failure handling.

AI agentsAgentCoreAmazon Bedrock
0 likes · 12 min read
AgentCore Memory’s Philosophy: Teaching Agents to Forget and Remember What Matters
Amazon Cloud Developers
Amazon Cloud Developers
May 14, 2026 · Artificial Intelligence

How an AI Agent Cut Cloud Migration from 218 to 55 Minutes, Reducing Engineer Work to 15

Using the AI‑driven IDE Kiro, a three‑tier CRM system was migrated from an on‑premise IDC to AWS, compressing total migration time from 218 to 55 minutes, cutting manual engineer interaction to 15 minutes, automating resource creation via CloudFormation, and seamlessly moving about 22,000 business records with DMS CDC.

AI AgentAWSAmazon CloudFormation
0 likes · 19 min read
How an AI Agent Cut Cloud Migration from 218 to 55 Minutes, Reducing Engineer Work to 15
Amazon Cloud Developers
Amazon Cloud Developers
May 12, 2026 · Artificial Intelligence

How to Use Anthropic’s Claude Platform Directly from Your AWS Account

Claude Platform is now officially available on AWS, letting developers access Anthropic’s full native API and features through existing AWS accounts without separate credentials, and providing step‑by‑step guidance on authentication, workspace setup, API calls, monitoring, and cost management.

APIAWSAnthropic
0 likes · 11 min read
How to Use Anthropic’s Claude Platform Directly from Your AWS Account
Amazon Cloud Developers
Amazon Cloud Developers
May 6, 2026 · Artificial Intelligence

From Apps to AI Agents: How the Development Paradigm Is Shifting

The article analyzes how software is evolving from static applications to goal‑driven AI agents, detailing the looped decision process, hierarchical architecture, multi‑agent collaboration, semantic data handling, memory as a knowledge system, and the cloud‑native deployment challenges of cost, security, and state management.

AI agentsAmazon BedrockFirecracker
0 likes · 11 min read
From Apps to AI Agents: How the Development Paradigm Is Shifting
Amazon Cloud Developers
Amazon Cloud Developers
May 6, 2026 · Artificial Intelligence

How JoyCastle Accelerated a 100k+ Ad Asset Library with Amazon Nova Multimodal Embeddings

JoyCastle faced a growing ad‑asset library that slowed creative production, so it built an AI‑powered management system using Amazon Nova Multimodal Embeddings, achieving unified semantic search, automatic video segmentation, 96.7% recall and a 73.3% top‑2 precision while reducing manual labeling effort.

AWSAmazon NovaAsset Management
0 likes · 13 min read
How JoyCastle Accelerated a 100k+ Ad Asset Library with Amazon Nova Multimodal Embeddings